Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 609 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 128.6 KiB |
| Average record size in memory | 216.2 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 10 |
Barometric Pressure has constant value "" | Constant |
Heat Index (HI) is highly overall correlated with Heat stroke | High correlation |
Diastolic BP is highly overall correlated with Exertional (1) vs classic (0) and 1 other fields | High correlation |
Environmental temperature (C) is highly overall correlated with Heat stroke | High correlation |
Systolic BP is highly overall correlated with Heat stroke | High correlation |
Patient temperature is highly overall correlated with Heat stroke | High correlation |
Rectal temperature (deg C) is highly overall correlated with Exertional (1) vs classic (0) and 1 other fields | High correlation |
Relative Humidity is highly overall correlated with Heat stroke | High correlation |
Exposure to sun is highly overall correlated with Heat stroke | High correlation |
Age is highly overall correlated with Heat stroke | High correlation |
Strenuous exercise is highly overall correlated with Heat stroke | High correlation |
Exertional (1) vs classic (0) is highly overall correlated with Diastolic BP and 1 other fields | High correlation |
Heat stroke is highly overall correlated with Heat Index (HI) and 9 other fields | High correlation |
Cardiovascular disease history is highly imbalanced (72.4%) | Imbalance |
Dehydration is highly imbalanced (98.2%) | Imbalance |
Sickle Cell Trait (SCT) is highly imbalanced (96.8%) | Imbalance |
Exertional (1) vs classic (0) is highly imbalanced (73.1%) | Imbalance |
Hot/dry skin is highly imbalanced (60.8%) | Imbalance |
Heat Index (HI) has unique values | Unique |
Weight (kg) has unique values | Unique |
Patient temperature has unique values | Unique |
BMI has unique values | Unique |
Time of day has unique values | Unique |
Exposure to sun has 106 (17.4%) zeros | Zeros |
Strenuous exercise has 106 (17.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-31 07:58:36.048589 |
|---|---|
| Analysis finished | 2023-07-31 08:00:41.963172 |
| Duration | 2 minutes and 5.91 seconds |
| Software version | ydata-profiling vv4.2.0 |
| Download configuration | config.json |
Daily Ingested Water (L)
Real number (ℝ)
| Distinct | 605 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5201188 |
| Minimum | 1.0055125 |
|---|---|
| Maximum | 10.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 1.0055125 |
|---|---|
| 5-th percentile | 1.3041285 |
| Q1 | 2.3359406 |
| median | 3.5010366 |
| Q3 | 4.7497758 |
| 95-th percentile | 5.7318461 |
| Maximum | 10.5 |
| Range | 9.4944875 |
| Interquartile range (IQR) | 2.4138353 |
Descriptive statistics
| Standard deviation | 1.4438382 |
|---|---|
| Coefficient of variation (CV) | 0.41016746 |
| Kurtosis | -0.24877145 |
| Mean | 3.5201188 |
| Median Absolute Deviation (MAD) | 1.2057642 |
| Skewness | 0.2378352 |
| Sum | 2143.7524 |
| Variance | 2.0846688 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 5 | 0.8% |
| 2.451222243 | 1 | 0.2% |
| 5.605633347 | 1 | 0.2% |
| 2.571942309 | 1 | 0.2% |
| 1.252940821 | 1 | 0.2% |
| 3.671943174 | 1 | 0.2% |
| 3.653725838 | 1 | 0.2% |
| 5.345176835 | 1 | 0.2% |
| 2.349851866 | 1 | 0.2% |
| 4.938113563 | 1 | 0.2% |
| Other values (595) | 595 |
| Value | Count | Frequency (%) |
| 1.005512455 | 1 | |
| 1.033334278 | 1 | |
| 1.038642627 | 1 | |
| 1.065309751 | 1 | |
| 1.069332819 | 1 | |
| 1.080717139 | 1 | |
| 1.084124849 | 1 | |
| 1.085594401 | 1 | |
| 1.091423707 | 1 | |
| 1.102105833 | 1 |
| Value | Count | Frequency (%) |
| 10.5 | 1 | |
| 8.5 | 1 | |
| 5.990881237 | 1 | |
| 5.98543918 | 1 | |
| 5.961174235 | 1 | |
| 5.958870969 | 1 | |
| 5.958233578 | 1 | |
| 5.941470603 | 1 | |
| 5.929469378 | 1 | |
| 5.925976251 | 1 |
Time of year (month)
Real number (ℝ)
| Distinct | 548 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0919749 |
| Minimum | 0.003923562 |
|---|---|
| Maximum | 11.97782 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 0.003923562 |
|---|---|
| 5-th percentile | 0.53703149 |
| Q1 | 3.0037778 |
| median | 6.4408388 |
| Q3 | 9.0518566 |
| 95-th percentile | 11.276925 |
| Maximum | 11.97782 |
| Range | 11.973896 |
| Interquartile range (IQR) | 6.0480788 |
Descriptive statistics
| Standard deviation | 3.4710435 |
|---|---|
| Coefficient of variation (CV) | 0.56977312 |
| Kurtosis | -1.1909987 |
| Mean | 6.0919749 |
| Median Absolute Deviation (MAD) | 3.1068162 |
| Skewness | -0.04868991 |
| Sum | 3710.0127 |
| Variance | 12.048143 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7 | 44 | 7.2% |
| 11 | 18 | 3.0% |
| 8 | 2 | 0.3% |
| 11.20522196 | 1 | 0.2% |
| 11.14391055 | 1 | 0.2% |
| 3.246291794 | 1 | 0.2% |
| 8.226818455 | 1 | 0.2% |
| 6.284612336 | 1 | 0.2% |
| 5.056796021 | 1 | 0.2% |
| 0.313058443 | 1 | 0.2% |
| Other values (538) | 538 |
| Value | Count | Frequency (%) |
| 0.003923562 | 1 | |
| 0.009008768 | 1 | |
| 0.035254987 | 1 | |
| 0.03881845 | 1 | |
| 0.048821161 | 1 | |
| 0.049501563 | 1 | |
| 0.053254833 | 1 | |
| 0.077457022 | 1 | |
| 0.08642582 | 1 | |
| 0.10722331 | 1 |
| Value | Count | Frequency (%) |
| 11.9778195 | 1 | |
| 11.96482549 | 1 | |
| 11.95771606 | 1 | |
| 11.91704793 | 1 | |
| 11.91223025 | 1 | |
| 11.87535639 | 1 | |
| 11.83339585 | 1 | |
| 11.80826101 | 1 | |
| 11.78149471 | 1 | |
| 11.75930648 | 1 |
Cardiovascular disease history
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 | 29 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 580 | |
| 1 | 29 | 4.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 580 | |
| 1 | 29 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 580 | |
| 1 | 29 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 580 | |
| 1 | 29 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 580 | |
| 1 | 29 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 580 | |
| 1 | 29 | 4.8% |
Dehydration
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 1 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 1 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 1 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 1 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 1 | 0.2% |
Heat Index (HI)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 609 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.497405 |
| Minimum | 31.859605 |
|---|---|
| Maximum | 122.7492 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 31.859605 |
|---|---|
| 5-th percentile | 57.584509 |
| Q1 | 73.00526 |
| median | 83.461479 |
| Q3 | 98.687987 |
| 95-th percentile | 108.83411 |
| Maximum | 122.7492 |
| Range | 90.8896 |
| Interquartile range (IQR) | 25.682727 |
Descriptive statistics
| Standard deviation | 16.266051 |
|---|---|
| Coefficient of variation (CV) | 0.19250356 |
| Kurtosis | -0.58228461 |
| Mean | 84.497405 |
| Median Absolute Deviation (MAD) | 12.690432 |
| Skewness | -0.18355742 |
| Sum | 51458.92 |
| Variance | 264.58441 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 107.2969103 | 1 | 0.2% |
| 69.04324363 | 1 | 0.2% |
| 70.37325039 | 1 | 0.2% |
| 75.75731614 | 1 | 0.2% |
| 91.99150959 | 1 | 0.2% |
| 91.94963123 | 1 | 0.2% |
| 89.7811142 | 1 | 0.2% |
| 60.33056852 | 1 | 0.2% |
| 83.56554077 | 1 | 0.2% |
| 80.78552386 | 1 | 0.2% |
| Other values (599) | 599 |
| Value | Count | Frequency (%) |
| 31.85960502 | 1 | |
| 39.6851692 | 1 | |
| 40.89342084 | 1 | |
| 44.93927216 | 1 | |
| 45.10685487 | 1 | |
| 45.45062658 | 1 | |
| 45.64947685 | 1 | |
| 47.57054621 | 1 | |
| 47.80030442 | 1 | |
| 48.59836896 | 1 |
| Value | Count | Frequency (%) |
| 122.7492049 | 1 | |
| 116.7575655 | 1 | |
| 115.6930483 | 1 | |
| 115.663311 | 1 | |
| 114.352476 | 1 | |
| 113.8151109 | 1 | |
| 113.3894519 | 1 | |
| 113.1365327 | 1 | |
| 112.7169043 | 1 | |
| 112.4496248 | 1 |
Diastolic BP
Real number (ℝ)
| Distinct | 542 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.235813 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 6 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 81.388233 |
| median | 84.166226 |
| Q3 | 87.080987 |
| 95-th percentile | 89.490055 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 5.6927538 |
Descriptive statistics
| Standard deviation | 13.365608 |
|---|---|
| Coefficient of variation (CV) | 0.16452852 |
| Kurtosis | 15.189897 |
| Mean | 81.235813 |
| Median Absolute Deviation (MAD) | 2.8837048 |
| Skewness | -3.476408 |
| Sum | 49472.61 |
| Variance | 178.63949 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 17 | 2.8% |
| 50 | 12 | 2.0% |
| 80 | 10 | 1.6% |
| 70 | 8 | 1.3% |
| 40 | 8 | 1.3% |
| 0 | 6 | 1.0% |
| 100 | 5 | 0.8% |
| 30 | 4 | 0.7% |
| 110 | 2 | 0.3% |
| 74 | 2 | 0.3% |
| Other values (532) | 535 |
| Value | Count | Frequency (%) |
| 0 | 6 | 1.0% |
| 20 | 1 | 0.2% |
| 30 | 4 | 0.7% |
| 40 | 8 | |
| 44 | 1 | 0.2% |
| 45 | 1 | 0.2% |
| 50 | 12 | |
| 55 | 2 | 0.3% |
| 60 | 17 | |
| 64 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 116 | 1 | 0.2% |
| 110 | 2 | 0.3% |
| 100 | 5 | |
| 92 | 1 | 0.2% |
| 90 | 2 | 0.3% |
| 89.95624137 | 1 | 0.2% |
| 89.93899301 | 1 | 0.2% |
| 89.93164408 | 1 | 0.2% |
| 89.87494698 | 1 | 0.2% |
| 89.87046882 | 1 | 0.2% |
Environmental temperature (C)
Real number (ℝ)
| Distinct | 568 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.277937 |
| Minimum | 14.133432 |
|---|---|
| Maximum | 44.271485 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 14.133432 |
|---|---|
| 5-th percentile | 21.64853 |
| Q1 | 27.459657 |
| median | 31.157351 |
| Q3 | 35.509664 |
| 95-th percentile | 40.214313 |
| Maximum | 44.271485 |
| Range | 30.138052 |
| Interquartile range (IQR) | 8.0500074 |
Descriptive statistics
| Standard deviation | 5.7065093 |
|---|---|
| Coefficient of variation (CV) | 0.1824452 |
| Kurtosis | -0.43587897 |
| Mean | 31.277937 |
| Median Absolute Deviation (MAD) | 4.0179801 |
| Skewness | -0.13694201 |
| Sum | 19048.264 |
| Variance | 32.564249 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 14 | 2.3% |
| 41.11111111 | 9 | 1.5% |
| 38.88888889 | 7 | 1.1% |
| 37.7 | 7 | 1.1% |
| 40.55555556 | 5 | 0.8% |
| 39.44444444 | 4 | 0.7% |
| 32.77777778 | 2 | 0.3% |
| 38.21571498 | 1 | 0.2% |
| 24.8988322 | 1 | 0.2% |
| 33.30066774 | 1 | 0.2% |
| Other values (558) | 558 |
| Value | Count | Frequency (%) |
| 14.1334325 | 1 | |
| 14.42939209 | 1 | |
| 16.79140627 | 1 | |
| 17.23762456 | 1 | |
| 17.30725898 | 1 | |
| 17.34572342 | 1 | |
| 18.17058176 | 1 | |
| 18.77651178 | 1 | |
| 19.04177453 | 1 | |
| 19.08050002 | 1 |
| Value | Count | Frequency (%) |
| 44.27148451 | 1 | |
| 44.22754371 | 1 | |
| 43.78700583 | 1 | |
| 43.2018912 | 1 | |
| 42.90040543 | 1 | |
| 42.69557021 | 1 | |
| 42.46550876 | 1 | |
| 42.35277186 | 1 | |
| 42.15036495 | 1 | |
| 41.8480826 | 1 |
Sickle Cell Trait (SCT)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 607 | |
| 1 | 2 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 607 | |
| 1 | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 607 | |
| 1 | 2 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 607 | |
| 1 | 2 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 607 | |
| 1 | 2 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 607 | |
| 1 | 2 | 0.3% |
Systolic BP
Real number (ℝ)
| Distinct | 549 |
|---|---|
| Distinct (%) | 90.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.32361 |
| Minimum | 0 |
|---|---|
| Maximum | 219 |
| Zeros | 2 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 111.89942 |
| median | 114.59001 |
| Q3 | 117.39328 |
| 95-th percentile | 120 |
| Maximum | 219 |
| Range | 219 |
| Interquartile range (IQR) | 5.4938552 |
Descriptive statistics
| Standard deviation | 15.319954 |
|---|---|
| Coefficient of variation (CV) | 0.13400515 |
| Kurtosis | 20.463025 |
| Mean | 114.32361 |
| Median Absolute Deviation (MAD) | 2.7530639 |
| Skewness | -0.30626325 |
| Sum | 69623.081 |
| Variance | 234.70098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 15 | 2.5% |
| 110 | 8 | 1.3% |
| 80 | 7 | 1.1% |
| 90 | 7 | 1.1% |
| 130 | 6 | 1.0% |
| 70 | 5 | 0.8% |
| 170 | 4 | 0.7% |
| 120 | 4 | 0.7% |
| 140 | 3 | 0.5% |
| 160 | 3 | 0.5% |
| Other values (539) | 547 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.3% |
| 50 | 2 | 0.3% |
| 55 | 1 | 0.2% |
| 60 | 2 | 0.3% |
| 68 | 1 | 0.2% |
| 70 | 5 | |
| 80 | 7 | |
| 84 | 1 | 0.2% |
| 90 | 7 | |
| 95 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 219 | 1 | 0.2% |
| 210 | 1 | 0.2% |
| 190 | 1 | 0.2% |
| 175 | 1 | 0.2% |
| 174 | 1 | 0.2% |
| 170 | 4 | |
| 165 | 2 | |
| 160 | 3 | |
| 150 | 3 | |
| 146 | 1 | 0.2% |
Weight (kg)
Real number (ℝ)
| Distinct | 609 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.751283 |
| Minimum | 41.27903 |
|---|---|
| Maximum | 151.953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 41.27903 |
|---|---|
| 5-th percentile | 41.859372 |
| Q1 | 44.442865 |
| median | 47.64735 |
| Q3 | 50.594373 |
| 95-th percentile | 53.114621 |
| Maximum | 151.953 |
| Range | 110.67397 |
| Interquartile range (IQR) | 6.1515073 |
Descriptive statistics
| Standard deviation | 5.5483511 |
|---|---|
| Coefficient of variation (CV) | 0.11619271 |
| Kurtosis | 203.95893 |
| Mean | 47.751283 |
| Median Absolute Deviation (MAD) | 3.0627906 |
| Skewness | 10.871289 |
| Sum | 29080.531 |
| Variance | 30.7842 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48.36407871 | 1 | 0.2% |
| 44.5025297 | 1 | 0.2% |
| 45.13385706 | 1 | 0.2% |
| 42.24747752 | 1 | 0.2% |
| 51.07149857 | 1 | 0.2% |
| 51.07755199 | 1 | 0.2% |
| 52.98638271 | 1 | 0.2% |
| 43.56969563 | 1 | 0.2% |
| 47.6176145 | 1 | 0.2% |
| 42.77154242 | 1 | 0.2% |
| Other values (599) | 599 |
| Value | Count | Frequency (%) |
| 41.2790305 | 1 | |
| 41.28314751 | 1 | |
| 41.31130354 | 1 | |
| 41.34998882 | 1 | |
| 41.38752577 | 1 | |
| 41.41152545 | 1 | |
| 41.42571152 | 1 | |
| 41.4332921 | 1 | |
| 41.45077274 | 1 | |
| 41.4609715 | 1 |
| Value | Count | Frequency (%) |
| 151.953 | 1 | |
| 53.51857115 | 1 | |
| 53.50834001 | 1 | |
| 53.49671171 | 1 | |
| 53.45663092 | 1 | |
| 53.4488318 | 1 | |
| 53.42024573 | 1 | |
| 53.41823932 | 1 | |
| 53.38738438 | 1 | |
| 53.38702136 | 1 |
Patient temperature
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 609 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.798344 |
| Minimum | 32.793188 |
|---|---|
| Maximum | 44.165529 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 32.793188 |
|---|---|
| 5-th percentile | 34.407288 |
| Q1 | 35.597859 |
| median | 36.408496 |
| Q3 | 37.441841 |
| 95-th percentile | 40.993188 |
| Maximum | 44.165529 |
| Range | 11.37234 |
| Interquartile range (IQR) | 1.8439817 |
Descriptive statistics
| Standard deviation | 1.9489093 |
|---|---|
| Coefficient of variation (CV) | 0.052961877 |
| Kurtosis | 1.6331586 |
| Mean | 36.798344 |
| Median Absolute Deviation (MAD) | 0.93292322 |
| Skewness | 1.215229 |
| Sum | 22410.191 |
| Variance | 3.7982476 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40.8 | 1 | 0.2% |
| 35.93170144 | 1 | 0.2% |
| 36.76608319 | 1 | 0.2% |
| 35.7339726 | 1 | 0.2% |
| 37.16014007 | 1 | 0.2% |
| 37.57082476 | 1 | 0.2% |
| 36.88972679 | 1 | 0.2% |
| 36.11298677 | 1 | 0.2% |
| 38.09443226 | 1 | 0.2% |
| 36.5426797 | 1 | 0.2% |
| Other values (599) | 599 |
| Value | Count | Frequency (%) |
| 32.79318825 | 1 | |
| 33.11327974 | 1 | |
| 33.12947351 | 1 | |
| 33.14310925 | 1 | |
| 33.27787399 | 1 | |
| 33.43464544 | 1 | |
| 33.48524789 | 1 | |
| 33.62285462 | 1 | |
| 33.68673587 | 1 | |
| 33.75125842 | 1 |
| Value | Count | Frequency (%) |
| 44.16552856 | 1 | |
| 44.15315249 | 1 | |
| 43.49778324 | 1 | |
| 43.43868735 | 1 | |
| 43.20612898 | 1 | |
| 43.18663776 | 1 | |
| 43.03426806 | 1 | |
| 43 | 1 | |
| 42.7916102 | 1 | |
| 42.73021967 | 1 |
Rectal temperature (deg C)
Real number (ℝ)
| Distinct | 556 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.59703 |
| Minimum | 36.100453 |
|---|---|
| Maximum | 44.444444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 36.100453 |
|---|---|
| 5-th percentile | 36.16168 |
| Q1 | 36.430223 |
| median | 36.783068 |
| Q3 | 37.093357 |
| 95-th percentile | 42.666667 |
| Maximum | 44.444444 |
| Range | 8.3439914 |
| Interquartile range (IQR) | 0.66313343 |
Descriptive statistics
| Standard deviation | 2.1317362 |
|---|---|
| Coefficient of variation (CV) | 0.056699591 |
| Kurtosis | 1.863931 |
| Mean | 37.59703 |
| Median Absolute Deviation (MAD) | 0.33121158 |
| Skewness | 1.8481931 |
| Sum | 22896.591 |
| Variance | 4.5442994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42 | 7 | 1.1% |
| 42.6 | 6 | 1.0% |
| 42.5 | 5 | 0.8% |
| 41.9 | 4 | 0.7% |
| 44.44444444 | 4 | 0.7% |
| 42.66666667 | 4 | 0.7% |
| 40 | 4 | 0.7% |
| 42.22222222 | 4 | 0.7% |
| 43 | 3 | 0.5% |
| 43.1 | 3 | 0.5% |
| Other values (546) | 565 |
| Value | Count | Frequency (%) |
| 36.10045303 | 1 | |
| 36.10079926 | 1 | |
| 36.10263086 | 1 | |
| 36.10302206 | 1 | |
| 36.10639033 | 1 | |
| 36.10718555 | 1 | |
| 36.11239777 | 1 | |
| 36.11432526 | 1 | |
| 36.11886135 | 1 | |
| 36.12007882 | 1 |
| Value | Count | Frequency (%) |
| 44.44444444 | 4 | |
| 44.35050299 | 1 | 0.2% |
| 43.9 | 1 | 0.2% |
| 43.88888889 | 3 | |
| 43.68749815 | 1 | 0.2% |
| 43.55555556 | 1 | 0.2% |
| 43.33333333 | 2 | |
| 43.22222222 | 1 | 0.2% |
| 43.11111111 | 1 | 0.2% |
| 43.1 | 3 |
Relative Humidity
Real number (ℝ)
| Distinct | 510 |
|---|---|
| Distinct (%) | 83.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12907252 |
| Minimum | -0.17878492 |
|---|---|
| Maximum | 0.70666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 77 |
| Negative (%) | 12.6% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | -0.17878492 |
|---|---|
| 5-th percentile | -0.054426381 |
| Q1 | 0.047920777 |
| median | 0.1 |
| Q3 | 0.18464277 |
| 95-th percentile | 0.42333333 |
| Maximum | 0.70666667 |
| Range | 0.88545159 |
| Interquartile range (IQR) | 0.13672199 |
Descriptive statistics
| Standard deviation | 0.13030406 |
|---|---|
| Coefficient of variation (CV) | 1.0095414 |
| Kurtosis | 1.9276713 |
| Mean | 0.12907252 |
| Median Absolute Deviation (MAD) | 0.064358597 |
| Skewness | 1.0892377 |
| Sum | 78.605165 |
| Variance | 0.016979147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1 | 65 | 10.7% |
| 0.493333333 | 14 | 2.3% |
| 0.423333333 | 9 | 1.5% |
| 0.473333333 | 6 | 1.0% |
| 0.416666667 | 6 | 1.0% |
| 0.43 | 4 | 0.7% |
| 0.706666667 | 2 | 0.3% |
| 0.4 | 1 | 0.2% |
| 0.174931063 | 1 | 0.2% |
| 0.319808446 | 1 | 0.2% |
| Other values (500) | 500 |
| Value | Count | Frequency (%) |
| -0.178784919 | 1 | |
| -0.140718063 | 1 | |
| -0.134074602 | 1 | |
| -0.124927961 | 1 | |
| -0.12026436 | 1 | |
| -0.115251137 | 1 | |
| -0.109801677 | 1 | |
| -0.102440013 | 1 | |
| -0.100163122 | 1 | |
| -0.095364078 | 1 |
| Value | Count | Frequency (%) |
| 0.706666667 | 2 | 0.3% |
| 0.493333333 | 14 | |
| 0.473333333 | 6 | |
| 0.43 | 4 | 0.7% |
| 0.424210205 | 1 | 0.2% |
| 0.423333333 | 9 | |
| 0.416666667 | 6 | |
| 0.409681569 | 1 | 0.2% |
| 0.4 | 1 | 0.2% |
| 0.36480695 | 1 | 0.2% |
Exposure to sun
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 503 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24799035 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 106 |
| Zeros (%) | 17.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.15860663 |
| median | 0.26969024 |
| Q3 | 0.35004687 |
| 95-th percentile | 0.46095787 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.19144025 |
Descriptive statistics
| Standard deviation | 0.15237344 |
|---|---|
| Coefficient of variation (CV) | 0.61443292 |
| Kurtosis | 0.91497014 |
| Mean | 0.24799035 |
| Median Absolute Deviation (MAD) | 0.093993994 |
| Skewness | 0.0190533 |
| Sum | 151.02612 |
| Variance | 0.023217664 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 106 | 17.4% |
| 1 | 2 | 0.3% |
| 0.323543722 | 1 | 0.2% |
| 0.225079111 | 1 | 0.2% |
| 0.246563747 | 1 | 0.2% |
| 0.39063665 | 1 | 0.2% |
| 0.313983377 | 1 | 0.2% |
| 0.319307157 | 1 | 0.2% |
| 0.38707547 | 1 | 0.2% |
| 0.354407687 | 1 | 0.2% |
| Other values (493) | 493 |
| Value | Count | Frequency (%) |
| 0 | 106 | |
| 0.011489015 | 1 | 0.2% |
| 0.022716548 | 1 | 0.2% |
| 0.033200094 | 1 | 0.2% |
| 0.034468082 | 1 | 0.2% |
| 0.057117075 | 1 | 0.2% |
| 0.064629429 | 1 | 0.2% |
| 0.068345441 | 1 | 0.2% |
| 0.071623973 | 1 | 0.2% |
| 0.07530167 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 0.607292586 | 1 | |
| 0.597998996 | 1 | |
| 0.588578478 | 1 | |
| 0.547723051 | 1 | |
| 0.534119342 | 1 | |
| 0.534105973 | 1 | |
| 0.508233792 | 1 | |
| 0.500248116 | 1 | |
| 0.5 | 1 |
BMI
Real number (ℝ)
| Distinct | 609 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.849753 |
| Minimum | 18.505636 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 18.505636 |
|---|---|
| 5-th percentile | 18.773903 |
| Q1 | 19.816563 |
| median | 20.887468 |
| Q3 | 21.914046 |
| 95-th percentile | 22.779454 |
| Maximum | 24 |
| Range | 5.4943639 |
| Interquartile range (IQR) | 2.0974832 |
Descriptive statistics
| Standard deviation | 1.2692681 |
|---|---|
| Coefficient of variation (CV) | 0.060876888 |
| Kurtosis | -1.1063012 |
| Mean | 20.849753 |
| Median Absolute Deviation (MAD) | 1.0436291 |
| Skewness | -0.074701763 |
| Sum | 12697.5 |
| Variance | 1.6110414 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 1 | 0.2% |
| 22.11445384 | 1 | 0.2% |
| 21.46139443 | 1 | 0.2% |
| 22.0554344 | 1 | 0.2% |
| 22.02466286 | 1 | 0.2% |
| 21.27420418 | 1 | 0.2% |
| 20.28688098 | 1 | 0.2% |
| 19.52146305 | 1 | 0.2% |
| 22.43788408 | 1 | 0.2% |
| 19.15818117 | 1 | 0.2% |
| Other values (599) | 599 |
| Value | Count | Frequency (%) |
| 18.50563606 | 1 | |
| 18.51065791 | 1 | |
| 18.52649768 | 1 | |
| 18.53175632 | 1 | |
| 18.55140791 | 1 | |
| 18.57600936 | 1 | |
| 18.57657739 | 1 | |
| 18.57993796 | 1 | |
| 18.5852663 | 1 | |
| 18.58547754 | 1 |
| Value | Count | Frequency (%) |
| 24 | 1 | |
| 22.99490118 | 1 | |
| 22.99028723 | 1 | |
| 22.97231228 | 1 | |
| 22.96441321 | 1 | |
| 22.96093558 | 1 | |
| 22.95993069 | 1 | |
| 22.95857319 | 1 | |
| 22.9528963 | 1 | |
| 22.95007151 | 1 |
Exertional (1) vs classic (0)
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 | 28 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 28 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 28 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 28 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 28 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 28 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 28 | 4.6% |
Barometric Pressure
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 29.97 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3045 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 29.97 |
|---|---|
| 2nd row | 29.97 |
| 3rd row | 29.97 |
| 4th row | 29.97 |
| 5th row | 29.97 |
Common Values
| Value | Count | Frequency (%) |
| 29.97 | 609 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 29.97 | 609 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 1218 | |
| 2 | 609 | |
| . | 609 | |
| 7 | 609 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2436 | |
| Other Punctuation | 609 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 1218 | |
| 2 | 609 | |
| 7 | 609 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 609 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3045 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 1218 | |
| 2 | 609 | |
| . | 609 | |
| 7 | 609 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3045 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 1218 | |
| 2 | 609 | |
| . | 609 | |
| 7 | 609 |
Heart / Pulse rate (b/min)
Real number (ℝ)
| Distinct | 563 |
|---|---|
| Distinct (%) | 92.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.42079 |
| Minimum | 41.647529 |
|---|---|
| Maximum | 210.29013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 41.647529 |
|---|---|
| 5-th percentile | 73.635971 |
| Q1 | 102.8516 |
| median | 121.43981 |
| Q3 | 136.5874 |
| 95-th percentile | 167.50989 |
| Maximum | 210.29013 |
| Range | 168.6426 |
| Interquartile range (IQR) | 33.735807 |
Descriptive statistics
| Standard deviation | 27.761283 |
|---|---|
| Coefficient of variation (CV) | 0.23053564 |
| Kurtosis | 0.20178132 |
| Mean | 120.42079 |
| Median Absolute Deviation (MAD) | 17.339559 |
| Skewness | 0.041099581 |
| Sum | 73336.259 |
| Variance | 770.68884 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 11 | 1.8% |
| 140 | 8 | 1.3% |
| 130 | 6 | 1.0% |
| 110 | 6 | 1.0% |
| 128 | 5 | 0.8% |
| 96 | 4 | 0.7% |
| 104 | 3 | 0.5% |
| 168 | 3 | 0.5% |
| 90 | 2 | 0.3% |
| 160 | 2 | 0.3% |
| Other values (553) | 559 |
| Value | Count | Frequency (%) |
| 41.64752888 | 1 | |
| 43.94986445 | 1 | |
| 44.47877979 | 1 | |
| 47.64004614 | 1 | |
| 51.59046989 | 1 | |
| 51.61254333 | 1 | |
| 53.0737656 | 1 | |
| 54.68643925 | 1 | |
| 58.65408989 | 1 | |
| 58.90579649 | 1 |
| Value | Count | Frequency (%) |
| 210.2901321 | 1 | |
| 201.0707689 | 1 | |
| 198.8023879 | 1 | |
| 193.2096951 | 1 | |
| 188.1562656 | 1 | |
| 186.7409331 | 1 | |
| 186.5737672 | 1 | |
| 186.3493928 | 1 | |
| 186 | 1 | |
| 185.3775516 | 1 |
Age
Real number (ℝ)
| Distinct | 540 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.129276 |
| Minimum | 12 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 19.717292 |
| Q1 | 28.676784 |
| median | 40.462594 |
| Q3 | 51.379236 |
| 95-th percentile | 65 |
| Maximum | 90 |
| Range | 78 |
| Interquartile range (IQR) | 22.702452 |
Descriptive statistics
| Standard deviation | 14.501809 |
|---|---|
| Coefficient of variation (CV) | 0.35259091 |
| Kurtosis | -0.32278159 |
| Mean | 41.129276 |
| Median Absolute Deviation (MAD) | 11.428795 |
| Skewness | 0.38051154 |
| Sum | 25047.729 |
| Variance | 210.30246 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55 | 15 | 2.5% |
| 50 | 11 | 1.8% |
| 60 | 8 | 1.3% |
| 65 | 7 | 1.1% |
| 70 | 7 | 1.1% |
| 78.4 | 7 | 1.1% |
| 63 | 5 | 0.8% |
| 64 | 4 | 0.7% |
| 67 | 3 | 0.5% |
| 25 | 3 | 0.5% |
| Other values (530) | 539 |
| Value | Count | Frequency (%) |
| 12 | 1 | |
| 18.01247225 | 1 | |
| 18.04939716 | 1 | |
| 18.06575232 | 1 | |
| 18.13667624 | 1 | |
| 18.15266357 | 1 | |
| 18.2626375 | 1 | |
| 18.46370739 | 1 | |
| 18.53912849 | 1 | |
| 18.57970111 | 1 |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.2% |
| 84 | 1 | 0.2% |
| 81 | 1 | 0.2% |
| 80 | 1 | 0.2% |
| 78.4 | 7 | |
| 76 | 1 | 0.2% |
| 75 | 1 | 0.2% |
| 74 | 1 | 0.2% |
| 72 | 2 | 0.3% |
| 71 | 1 | 0.2% |
Sweating
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 269 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 269 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 269 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 269 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 269 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 269 |
Skin color (flushed/normal=1, pale=0.5, cyatonic=0)
Real number (ℝ)
| Distinct | 582 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.082873967 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.00508138 |
| Q1 | 0.023166085 |
| median | 0.049303372 |
| Q3 | 0.073177618 |
| 95-th percentile | 0.08870706 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.050011533 |
Descriptive statistics
| Standard deviation | 0.18237792 |
|---|---|
| Coefficient of variation (CV) | 2.200666 |
| Kurtosis | 20.497512 |
| Mean | 0.082873967 |
| Median Absolute Deviation (MAD) | 0.024800032 |
| Skewness | 4.6554718 |
| Sum | 50.470246 |
| Variance | 0.033261705 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 22 | 3.6% |
| 0 | 5 | 0.8% |
| 0.5 | 3 | 0.5% |
| 0.03603683 | 1 | 0.2% |
| 0.084888763 | 1 | 0.2% |
| 0.046649401 | 1 | 0.2% |
| 0.024254606 | 1 | 0.2% |
| 0.060861075 | 1 | 0.2% |
| 0.028556985 | 1 | 0.2% |
| 0.049934028 | 1 | 0.2% |
| Other values (572) | 572 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.000145159 | 1 | 0.2% |
| 0.000178862 | 1 | 0.2% |
| 0.000495914 | 1 | 0.2% |
| 0.000538519 | 1 | 0.2% |
| 0.000637733 | 1 | 0.2% |
| 0.000766546 | 1 | 0.2% |
| 0.001149967 | 1 | 0.2% |
| 0.001332115 | 1 | 0.2% |
| 0.001781453 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0.5 | 3 | 0.5% |
| 0.089953226 | 1 | 0.2% |
| 0.089880277 | 1 | 0.2% |
| 0.089224612 | 1 | 0.2% |
| 0.089096435 | 1 | 0.2% |
| 0.089019879 | 1 | 0.2% |
| 0.088968707 | 1 | 0.2% |
| 0.08831459 | 1 | 0.2% |
| 0.087974765 | 1 | 0.2% |
Strenuous exercise
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 503 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38811684 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 106 |
| Zeros (%) | 17.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.11113292 |
| median | 0.37710862 |
| Q3 | 0.63918389 |
| 95-th percentile | 0.85476639 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.52805097 |
Descriptive statistics
| Standard deviation | 0.29298287 |
|---|---|
| Coefficient of variation (CV) | 0.75488316 |
| Kurtosis | -1.3108457 |
| Mean | 0.38811684 |
| Median Absolute Deviation (MAD) | 0.2650672 |
| Skewness | 0.10367183 |
| Sum | 236.36316 |
| Variance | 0.085838961 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 106 | 17.4% |
| 1 | 2 | 0.3% |
| 0.414407245 | 1 | 0.2% |
| 0.597086478 | 1 | 0.2% |
| 0.766789251 | 1 | 0.2% |
| 0.217756793 | 1 | 0.2% |
| 0.644311803 | 1 | 0.2% |
| 0.315923179 | 1 | 0.2% |
| 0.801194117 | 1 | 0.2% |
| 0.580370419 | 1 | 0.2% |
| Other values (493) | 493 |
| Value | Count | Frequency (%) |
| 0 | 106 | |
| 0.002649533 | 1 | 0.2% |
| 0.006923737 | 1 | 0.2% |
| 0.008059051 | 1 | 0.2% |
| 0.008752593 | 1 | 0.2% |
| 0.009693951 | 1 | 0.2% |
| 0.011087891 | 1 | 0.2% |
| 0.011466743 | 1 | 0.2% |
| 0.012083274 | 1 | 0.2% |
| 0.014510469 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 0.89801375 | 1 | |
| 0.89526719 | 1 | |
| 0.893489879 | 1 | |
| 0.892073917 | 1 | |
| 0.891915455 | 1 | |
| 0.888242952 | 1 | |
| 0.886615003 | 1 | |
| 0.885473362 | 1 | |
| 0.884604789 | 1 |
Nationality
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 343 | |
| 0 | 266 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 343 | |
| 0 | 266 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 343 | |
| 0 | 266 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 343 | |
| 0 | 266 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 343 | |
| 0 | 266 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 343 | |
| 0 | 266 |
Sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0 | 295 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0 | 295 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0 | 295 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0 | 295 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0 | 295 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0 | 295 |
Hot/dry skin
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 | 47 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 562 | |
| 1 | 47 | 7.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 562 | |
| 1 | 47 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 562 | |
| 1 | 47 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 562 | |
| 1 | 47 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 562 | |
| 1 | 47 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 562 | |
| 1 | 47 | 7.7% |
Time of day
Real number (ℝ)
| Distinct | 609 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.819241 |
| Minimum | 9.002272 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 KiB |
Quantile statistics
| Minimum | 9.002272 |
|---|---|
| 5-th percentile | 9.3390111 |
| Q1 | 10.928394 |
| median | 12.77323 |
| Q3 | 14.657338 |
| 95-th percentile | 16.483148 |
| Maximum | 17 |
| Range | 7.997728 |
| Interquartile range (IQR) | 3.7289438 |
Descriptive statistics
| Standard deviation | 2.2705317 |
|---|---|
| Coefficient of variation (CV) | 0.17711904 |
| Kurtosis | -1.1038859 |
| Mean | 12.819241 |
| Median Absolute Deviation (MAD) | 1.8649343 |
| Skewness | 0.093769659 |
| Sum | 7806.918 |
| Variance | 5.1553143 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.55062835 | 1 | 0.2% |
| 12.97365408 | 1 | 0.2% |
| 12.73994646 | 1 | 0.2% |
| 12.42814499 | 1 | 0.2% |
| 10.19043989 | 1 | 0.2% |
| 13.02203931 | 1 | 0.2% |
| 13.02830869 | 1 | 0.2% |
| 11.39290695 | 1 | 0.2% |
| 15.41699427 | 1 | 0.2% |
| 16.36575115 | 1 | 0.2% |
| Other values (599) | 599 |
| Value | Count | Frequency (%) |
| 9.002272031 | 1 | |
| 9.026198637 | 1 | |
| 9.031242258 | 1 | |
| 9.043544081 | 1 | |
| 9.045944762 | 1 | |
| 9.049473547 | 1 | |
| 9.056239921 | 1 | |
| 9.060058794 | 1 | |
| 9.078117669 | 1 | |
| 9.109083709 | 1 |
| Value | Count | Frequency (%) |
| 17 | 1 | |
| 16.99442197 | 1 | |
| 16.98171542 | 1 | |
| 16.96843146 | 1 | |
| 16.96493708 | 1 | |
| 16.96340711 | 1 | |
| 16.95601056 | 1 | |
| 16.94904082 | 1 | |
| 16.92739646 | 1 | |
| 16.92712598 | 1 |
Heat stroke
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 609 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 500 | |
| 1 | 109 | 17.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 500 | |
| 1 | 109 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 500 | |
| 1 | 109 | 17.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 609 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 500 | |
| 1 | 109 | 17.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 609 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 500 | |
| 1 | 109 | 17.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 500 | |
| 1 | 109 | 17.9% |
| Daily Ingested Water (L) | Time of year (month) | Heat Index (HI) | Diastolic BP | Environmental temperature (C) | Systolic BP | Weight (kg) | Patient temperature | Rectal temperature (deg C) | Relative Humidity | Exposure to sun | BMI | Heart / Pulse rate (b/min) | Age | Skin color (flushed/normal=1, pale=0.5, cyatonic=0) | Strenuous exercise | Time of day | Cardiovascular disease history | Dehydration | Sickle Cell Trait (SCT) | Exertional (1) vs classic (0) | Sweating | Nationality | Sex | Hot/dry skin | Heat stroke | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Daily Ingested Water (L) | 1.000 | 0.015 | 0.053 | -0.023 | -0.009 | 0.075 | -0.066 | 0.010 | 0.001 | -0.025 | 0.008 | 0.048 | -0.035 | -0.051 | -0.036 | 0.006 | 0.014 | 0.000 | 0.000 | 0.047 | 0.258 | 0.000 | 0.000 | 0.000 | 0.044 | 0.091 |
| Time of year (month) | 0.015 | 1.000 | 0.043 | -0.075 | 0.056 | -0.030 | 0.011 | 0.072 | 0.082 | -0.015 | -0.115 | 0.025 | 0.017 | 0.012 | -0.036 | -0.152 | 0.053 | 0.020 | 0.057 | 0.000 | 0.366 | 0.086 | 0.179 | 0.024 | 0.084 | 0.404 |
| Heat Index (HI) | 0.053 | 0.043 | 1.000 | -0.307 | 0.350 | -0.031 | 0.023 | 0.379 | 0.400 | 0.180 | -0.338 | -0.031 | -0.027 | 0.232 | 0.111 | -0.349 | 0.025 | 0.079 | 0.000 | 0.000 | 0.315 | 0.210 | 0.279 | 0.000 | 0.301 | 0.697 |
| Diastolic BP | -0.023 | -0.075 | -0.307 | 1.000 | -0.213 | 0.176 | 0.013 | -0.274 | -0.276 | -0.056 | 0.225 | -0.021 | -0.038 | -0.182 | -0.102 | 0.260 | -0.025 | 0.000 | 0.235 | 0.182 | 0.554 | 0.234 | 0.297 | 0.000 | 0.364 | 0.746 |
| Environmental temperature (C) | -0.009 | 0.056 | 0.350 | -0.213 | 1.000 | -0.011 | 0.067 | 0.380 | 0.371 | 0.141 | -0.375 | -0.034 | 0.070 | 0.266 | 0.110 | -0.375 | 0.024 | 0.112 | 0.000 | 0.000 | 0.302 | 0.192 | 0.253 | 0.000 | 0.208 | 0.616 |
| Systolic BP | 0.075 | -0.030 | -0.031 | 0.176 | -0.011 | 1.000 | 0.052 | -0.029 | -0.046 | 0.036 | 0.082 | -0.048 | -0.080 | -0.074 | 0.058 | 0.053 | 0.032 | 0.000 | 0.238 | 0.000 | 0.387 | 0.258 | 0.288 | 0.046 | 0.368 | 0.745 |
| Weight (kg) | -0.066 | 0.011 | 0.023 | 0.013 | 0.067 | 0.052 | 1.000 | 0.021 | 0.043 | 0.051 | 0.009 | -0.071 | -0.001 | -0.031 | -0.069 | -0.009 | -0.021 | 0.000 | 0.000 | 0.000 | 0.191 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 |
| Patient temperature | 0.010 | 0.072 | 0.379 | -0.274 | 0.380 | -0.029 | 0.021 | 1.000 | 0.410 | 0.136 | -0.387 | 0.024 | 0.016 | 0.333 | 0.103 | -0.436 | -0.019 | 0.052 | 0.000 | 0.000 | 0.397 | 0.269 | 0.308 | 0.000 | 0.272 | 0.843 |
| Rectal temperature (deg C) | 0.001 | 0.082 | 0.400 | -0.276 | 0.371 | -0.046 | 0.043 | 0.410 | 1.000 | 0.184 | -0.428 | -0.028 | 0.006 | 0.359 | 0.110 | -0.435 | 0.048 | 0.000 | 0.215 | 0.330 | 0.548 | 0.310 | 0.399 | 0.148 | 0.396 | 0.988 |
| Relative Humidity | -0.025 | -0.015 | 0.180 | -0.056 | 0.141 | 0.036 | 0.051 | 0.136 | 0.184 | 1.000 | -0.166 | -0.041 | 0.010 | 0.101 | 0.085 | -0.167 | 0.026 | 0.000 | 0.000 | 0.000 | 0.242 | 0.223 | 0.252 | 0.019 | 0.246 | 0.649 |
| Exposure to sun | 0.008 | -0.115 | -0.338 | 0.225 | -0.375 | 0.082 | 0.009 | -0.387 | -0.428 | -0.166 | 1.000 | 0.064 | -0.006 | -0.346 | -0.119 | 0.486 | 0.011 | 0.047 | 0.000 | 0.000 | 0.456 | 0.295 | 0.394 | 0.078 | 0.302 | 0.907 |
| BMI | 0.048 | 0.025 | -0.031 | -0.021 | -0.034 | -0.048 | -0.071 | 0.024 | -0.028 | -0.041 | 0.064 | 1.000 | 0.063 | -0.026 | -0.121 | 0.077 | -0.088 | 0.000 | 0.000 | 0.000 | 0.188 | 0.000 | 0.000 | 0.058 | 0.000 | 0.082 |
| Heart / Pulse rate (b/min) | -0.035 | 0.017 | -0.027 | -0.038 | 0.070 | -0.080 | -0.001 | 0.016 | 0.006 | 0.010 | -0.006 | 0.063 | 1.000 | 0.055 | -0.049 | 0.004 | 0.030 | 0.000 | 0.000 | 0.040 | 0.026 | 0.112 | 0.000 | 0.037 | 0.167 | 0.000 |
| Age | -0.051 | 0.012 | 0.232 | -0.182 | 0.266 | -0.074 | -0.031 | 0.333 | 0.359 | 0.101 | -0.346 | -0.026 | 0.055 | 1.000 | 0.108 | -0.316 | 0.034 | 0.070 | 0.273 | 0.044 | 0.145 | 0.234 | 0.291 | 0.103 | 0.261 | 0.692 |
| Skin color (flushed/normal=1, pale=0.5, cyatonic=0) | -0.036 | -0.036 | 0.111 | -0.102 | 0.110 | 0.058 | -0.069 | 0.103 | 0.110 | 0.085 | -0.119 | -0.121 | -0.049 | 0.108 | 1.000 | -0.115 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.175 | 0.173 | 0.048 | 0.017 | 0.440 |
| Strenuous exercise | 0.006 | -0.152 | -0.349 | 0.260 | -0.375 | 0.053 | -0.009 | -0.436 | -0.435 | -0.167 | 0.486 | 0.077 | 0.004 | -0.316 | -0.115 | 1.000 | -0.059 | 0.124 | 0.000 | 0.493 | 0.415 | 0.285 | 0.359 | 0.000 | 0.254 | 0.803 |
| Time of day | 0.014 | 0.053 | 0.025 | -0.025 | 0.024 | 0.032 | -0.021 | -0.019 | 0.048 | 0.026 | 0.011 | -0.088 | 0.030 | 0.034 | 0.015 | -0.059 | 1.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 |
| Cardiovascular disease history | 0.000 | 0.020 | 0.079 | 0.000 | 0.112 | 0.000 | 0.000 | 0.052 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 0.070 | 0.000 | 0.124 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.081 | 0.000 | 0.000 | 0.085 |
| Dehydration | 0.000 | 0.057 | 0.000 | 0.235 | 0.000 | 0.238 | 0.000 | 0.000 | 0.215 | 0.000 | 0.000 | 0.000 | 0.000 | 0.273 | 0.000 | 0.000 | 0.034 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 |
| Sickle Cell Trait (SCT) | 0.047 | 0.000 | 0.000 | 0.182 | 0.000 | 0.000 | 0.000 | 0.000 | 0.330 | 0.000 | 0.000 | 0.000 | 0.040 | 0.044 | 0.000 | 0.493 | 0.000 | 0.000 | 0.000 | 1.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Exertional (1) vs classic (0) | 0.258 | 0.366 | 0.315 | 0.554 | 0.302 | 0.387 | 0.191 | 0.397 | 0.548 | 0.242 | 0.456 | 0.188 | 0.026 | 0.145 | 0.000 | 0.415 | 0.000 | 0.000 | 0.000 | 0.039 | 1.000 | 0.020 | 0.181 | 0.000 | 0.027 | 0.459 |
| Sweating | 0.000 | 0.086 | 0.210 | 0.234 | 0.192 | 0.258 | 0.000 | 0.269 | 0.310 | 0.223 | 0.295 | 0.000 | 0.112 | 0.234 | 0.175 | 0.285 | 0.000 | 0.041 | 0.000 | 0.000 | 0.020 | 1.000 | 0.106 | 0.000 | 0.159 | 0.305 |
| Nationality | 0.000 | 0.179 | 0.279 | 0.297 | 0.253 | 0.288 | 0.000 | 0.308 | 0.399 | 0.252 | 0.394 | 0.000 | 0.000 | 0.291 | 0.173 | 0.359 | 0.000 | 0.081 | 0.000 | 0.000 | 0.181 | 0.106 | 1.000 | 0.030 | 0.131 | 0.405 |
| Sex | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.148 | 0.019 | 0.078 | 0.058 | 0.037 | 0.103 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 1.000 | 0.066 | 0.000 |
| Hot/dry skin | 0.044 | 0.084 | 0.301 | 0.364 | 0.208 | 0.368 | 0.000 | 0.272 | 0.396 | 0.246 | 0.302 | 0.000 | 0.167 | 0.261 | 0.017 | 0.254 | 0.000 | 0.000 | 0.050 | 0.000 | 0.027 | 0.159 | 0.131 | 0.066 | 1.000 | 0.336 |
| Heat stroke | 0.091 | 0.404 | 0.697 | 0.746 | 0.616 | 0.745 | 0.070 | 0.843 | 0.988 | 0.649 | 0.907 | 0.082 | 0.000 | 0.692 | 0.440 | 0.803 | 0.025 | 0.085 | 0.000 | 0.000 | 0.459 | 0.305 | 0.405 | 0.000 | 0.336 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Daily Ingested Water (L) | Time of year (month) | Cardiovascular disease history | Dehydration | Heat Index (HI) | Diastolic BP | Environmental temperature (C) | Sickle Cell Trait (SCT) | Systolic BP | Weight (kg) | Patient temperature | Rectal temperature (deg C) | Relative Humidity | Exposure to sun | BMI | Exertional (1) vs classic (0) | Barometric Pressure | Heart / Pulse rate (b/min) | Age | Sweating | Skin color (flushed/normal=1, pale=0.5, cyatonic=0) | Strenuous exercise | Nationality | Sex | Hot/dry skin | Time of day | Heat stroke | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.821588 | 7.000000 | 0 | 0 | 107.296910 | 20.000000 | 39.00000 | 0 | 60.000000 | 48.364079 | 40.800000 | 40.800000 | 0.400000 | 1.0 | 24.000000 | 1 | 29.97 | 166.00000 | 38.0 | 0 | 0.021014 | 0.5 | 1 | 1 | 0 | 10.550628 | 1 |
| 1 | 5.000000 | 6.841842 | 0 | 0 | 105.410610 | 90.000000 | 37.70000 | 0 | 120.000000 | 52.413863 | 38.492691 | 38.863482 | 0.100000 | 0.0 | 19.624603 | 1 | 29.97 | 68.00000 | 50.0 | 1 | 0.045987 | 0.0 | 1 | 0 | 0 | 10.613669 | 1 |
| 2 | 5.000000 | 4.636197 | 0 | 0 | 101.823065 | 50.000000 | 37.70000 | 0 | 100.000000 | 46.344503 | 39.755061 | 38.573597 | 0.100000 | 0.0 | 21.124059 | 1 | 29.97 | 96.00000 | 64.0 | 0 | 0.031299 | 0.0 | 1 | 0 | 0 | 14.419615 | 1 |
| 3 | 10.500000 | 2.589828 | 0 | 0 | 95.925389 | 78.000000 | 37.70000 | 0 | 116.000000 | 42.132476 | 39.277247 | 39.734410 | 0.100000 | 0.0 | 20.752915 | 1 | 29.97 | 70.00000 | 19.0 | 0 | 0.052654 | 0.0 | 1 | 0 | 0 | 9.467515 | 1 |
| 4 | 5.000000 | 9.914389 | 0 | 0 | 101.673016 | 88.000000 | 37.70000 | 0 | 130.000000 | 41.856694 | 39.432559 | 43.687498 | 0.100000 | 0.0 | 22.048364 | 1 | 29.97 | 88.00000 | 21.0 | 1 | 0.076099 | 0.0 | 1 | 0 | 0 | 12.460315 | 1 |
| 5 | 1.500000 | 11.957716 | 0 | 0 | 101.153176 | 74.000000 | 37.70000 | 0 | 107.000000 | 53.116208 | 36.408496 | 38.206781 | 0.100000 | 0.0 | 18.704689 | 1 | 29.97 | 88.00000 | 52.0 | 0 | 0.034125 | 0.0 | 1 | 0 | 0 | 13.974692 | 1 |
| 6 | 8.500000 | 2.299879 | 0 | 0 | 122.749205 | 76.000000 | 37.70000 | 0 | 116.000000 | 45.415118 | 42.115024 | 37.692837 | 0.100000 | 0.0 | 21.546010 | 1 | 29.97 | 76.00000 | 45.0 | 0 | 0.027279 | 0.0 | 1 | 0 | 0 | 11.906263 | 1 |
| 7 | 5.000000 | 9.379589 | 0 | 0 | 106.282326 | 116.000000 | 37.70000 | 0 | 140.000000 | 47.572998 | 37.156317 | 39.430516 | 0.100000 | 0.0 | 20.884500 | 1 | 29.97 | 85.00000 | 23.0 | 1 | 0.006342 | 0.0 | 1 | 1 | 0 | 9.206840 | 1 |
| 8 | 4.142434 | 7.000000 | 0 | 0 | 110.000000 | 86.058568 | 34.26006 | 0 | 119.726545 | 151.953000 | 43.000000 | 43.000000 | 0.100000 | 1.0 | 22.498142 | 1 | 29.97 | 110.69734 | 27.0 | 1 | 0.053541 | 1.0 | 1 | 1 | 0 | 10.972176 | 1 |
| 9 | 5.000000 | 8.615348 | 0 | 0 | 103.446002 | 44.000000 | 26.10000 | 1 | 126.000000 | 45.518011 | 38.111000 | 38.111000 | 0.236667 | 0.5 | 21.081179 | 1 | 29.97 | 168.00000 | 12.0 | 1 | 0.001781 | 1.0 | 1 | 1 | 0 | 17.000000 | 1 |
| Daily Ingested Water (L) | Time of year (month) | Cardiovascular disease history | Dehydration | Heat Index (HI) | Diastolic BP | Environmental temperature (C) | Sickle Cell Trait (SCT) | Systolic BP | Weight (kg) | Patient temperature | Rectal temperature (deg C) | Relative Humidity | Exposure to sun | BMI | Exertional (1) vs classic (0) | Barometric Pressure | Heart / Pulse rate (b/min) | Age | Sweating | Skin color (flushed/normal=1, pale=0.5, cyatonic=0) | Strenuous exercise | Nationality | Sex | Hot/dry skin | Time of day | Heat stroke | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 599 | 1.827606 | 11.977820 | 0 | 0 | 57.272551 | 85.490005 | 35.230285 | 0 | 114.029264 | 49.881183 | 37.484365 | 36.798345 | 0.034660 | 0.279074 | 21.596785 | 0 | 29.97 | 164.573056 | 44.768982 | 1 | 0.047369 | 0.292077 | 1 | 1 | 0 | 14.502193 | 0 |
| 600 | 2.553170 | 8.959083 | 0 | 0 | 82.155603 | 84.252288 | 23.807067 | 0 | 118.606785 | 48.849159 | 33.957880 | 36.771685 | 0.195997 | 0.260951 | 20.435131 | 0 | 29.97 | 112.150876 | 25.922996 | 0 | 0.068048 | 0.665759 | 1 | 1 | 0 | 12.182423 | 0 |
| 601 | 3.724449 | 2.440791 | 0 | 0 | 54.247106 | 80.421564 | 33.369674 | 0 | 110.374947 | 51.377261 | 35.139475 | 36.222101 | 0.203960 | 0.289655 | 22.958573 | 0 | 29.97 | 137.008670 | 53.514415 | 0 | 0.052101 | 0.588627 | 0 | 0 | 0 | 11.323775 | 0 |
| 602 | 1.860612 | 6.306199 | 0 | 0 | 90.132307 | 88.512164 | 31.876138 | 0 | 112.279671 | 48.559664 | 36.495924 | 37.167864 | 0.221730 | 0.228684 | 22.599547 | 0 | 29.97 | 106.674081 | 24.155030 | 1 | 0.010828 | 0.607709 | 0 | 1 | 0 | 10.042593 | 0 |
| 603 | 3.589682 | 11.150538 | 0 | 0 | 99.741062 | 82.204809 | 29.796379 | 0 | 119.124353 | 42.832321 | 36.638519 | 36.441102 | 0.129441 | 0.375757 | 19.118234 | 0 | 29.97 | 90.194569 | 42.483663 | 0 | 0.074184 | 0.018495 | 0 | 0 | 0 | 16.107895 | 0 |
| 604 | 2.625332 | 11.808261 | 0 | 0 | 69.444843 | 82.705255 | 28.276056 | 0 | 117.025213 | 45.173841 | 36.825856 | 36.991501 | -0.120264 | 0.260204 | 19.510813 | 0 | 29.97 | 106.868166 | 28.952569 | 1 | 0.060595 | 0.038827 | 1 | 1 | 0 | 16.994422 | 0 |
| 605 | 1.069333 | 7.369952 | 0 | 0 | 67.273039 | 83.822981 | 26.008688 | 0 | 116.654793 | 53.125129 | 37.257788 | 37.043312 | 0.209399 | 0.386827 | 18.940945 | 0 | 29.97 | 93.713145 | 52.733157 | 1 | 0.031162 | 0.657076 | 0 | 1 | 0 | 12.034963 | 0 |
| 606 | 1.085594 | 6.955786 | 0 | 0 | 53.017902 | 85.101995 | 32.863125 | 0 | 112.713272 | 47.898687 | 36.354708 | 36.556138 | -0.065318 | 0.259264 | 19.156116 | 0 | 29.97 | 143.858902 | 21.496651 | 0 | 0.015298 | 0.260901 | 0 | 0 | 0 | 16.545827 | 0 |
| 607 | 5.916055 | 2.741906 | 0 | 0 | 78.665639 | 88.765944 | 22.353665 | 0 | 111.962413 | 52.487889 | 34.332384 | 36.248820 | 0.254137 | 0.323544 | 21.062199 | 0 | 29.97 | 181.952819 | 26.420689 | 0 | 0.050419 | 0.305553 | 1 | 0 | 0 | 16.757862 | 0 |
| 608 | 5.654623 | 2.287122 | 0 | 0 | 77.649841 | 84.971577 | 33.082008 | 0 | 110.941965 | 51.229314 | 34.974152 | 36.174493 | 0.079714 | 0.283104 | 19.622871 | 0 | 29.97 | 136.743099 | 19.029703 | 0 | 0.041355 | 0.808819 | 0 | 0 | 0 | 14.171093 | 0 |